Title :
The evolutionary mechanisms in computer immune system
Author :
Ouyang, Ming-Gang ; Pan, Feng ; Wang, Wei-Nong
Author_Institution :
Network Center, Shanghai Jiao Tong Univ., China
Abstract :
Multi-agents based computer immune system (MACIS) is an implementation of mechanisms of biological immune system for intrusion detection. In MACIS, the clonal selection is implemented by parthenogenetic algorithm, which is more appropriate for intrusion detection than the traditional genetic algorithm. The mechanisms of co-stimulation and clonal suppression involve the innate immune system and the negative selection, which ensures a low false positive rate.
Keywords :
artificial life; genetic algorithms; multi-agent systems; security of data; biological immune system; clonal selection; evolutionary mechanisms; intrusion detection; multiagents based computer immune system; parthenogenetic algorithm; Biological system modeling; Biology computing; Computer networks; Detectors; Genetic algorithms; Immune system; Intelligent networks; Intrusion detection; Pathogens; Pattern recognition;
Conference_Titel :
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
0-7803-7702-8
DOI :
10.1109/ICNNSP.2003.1279308
